The library

Everything we index — ranked by what works, never by stars.

works · untested / no effect · hurts — every rank is measured against a no-skill baseline
untested
Follow Apple Human Interface GuidelinesskillProductEngineeringL1
apple-hig-expert · When you need authoritative compliance with Apple's 2026 design system and accessibility standards.
untested
Link marketing activities to revenueskillDataMarketingL2
revenue_attribution.skill · When evaluating which marketing campaigns actually drive client acquisition and transaction revenue.
untested
Build clinical decision support safety checksskillEngineeringProductL2
healthcare-cdss-patterns · When building medication safety checks that must block critical interactions and never silently fail.
untested
Manage Atlassian products and access controlsskillOpsHRL2
atlassian-admin · When onboarding/offboarding users and managing org-wide Atlassian governance and access control.
untested
Enforce healthcare data protection contractsskillEngineeringLegalL2
healthcare-core · When defining the interlocking safety and privacy rules that every healthcare feature must follow.
untested
Create standardized Atlassian templatesskillOpsEngineeringL2
atlassian-templates · When you need org-wide consistency and want to accelerate content creation with validated templates.
untested
Build EMR encounter and prescription featuresskillEngineeringProductL2
healthcare-emr-patterns · When building patient encounter, clinical note, or prescription features that must prioritize practitioner efficiency and patient safety.
untested
Auto-optimize code by measurable metricsskillEngineeringL3
autoresearch-agent · When you need multi-source fact-checked research with explicit citations and adversarial verification.
untested
Map security telemetry to ASIM standardskillOpsEngineeringL2
microsoft-sentinel-asim-skill · When centralizing security logs from multiple sources and need vendor-agnostic querying.
untested
Gate healthcare deployments with safety testsskillEngineeringOpsL2
healthcare-eval-harness · When you need automated safety gates that block deploys on critical failures and prevent regression.
untested
Design serverless AWS architecturesskillEngineeringOpsL2
aws-solution-architect · When architecting cloud infrastructure that balances performance, cost, and regulatory compliance.
untested
Route healthcare tasks to specialistsskillEngineeringProductL2
healthcare-orchestrator · When working on healthcare systems and need to ensure every feature follows safety and privacy guardrails.
untested
Design Azure cloud infrastructuresskillEngineeringOpsL2
azure-cloud-architect · When architecting on Microsoft Azure and need platform-specific guidance on services, sizing, and cost.
untested
Enforce HIPAA and GDPR data complianceskillLegalEngineeringL2
healthcare-phi-compliance · When you need to handle patient health information and must ensure HIPAA/DISHA/GDPR compliance.
untested
Generate human-like conversational responsesskillProductivityL1
behuman · When you need to generate conversational AI responses that feel natural and contextually appropriate.
untested
Create node property constraints in FalkorDBskillEngineeringL2
Manage constraints with awareness of async creation · When you need data integrity constraints in systems with asynchronous, concurrent writes.
untested
Harden host security and risk postureskillOpsEngineeringL2
healthcheck · Harden agent gateway hosts before exposing to untrusted networks without reinitializing the entire infrastructure.
untested
Assemble board and investor update decksskillFinanceOpsL1
board-deck-builder · Build investor decks faster by enforcing narrative structure and section ownership across C-suite roles.
untested
Refactor toward hexagonal architectureskillEngineeringL2
hexagonal-architecture · Refactor tightly coupled code or build systems where persistence and transport must be swapped without rewriting business logic.
untested
Run structured board meeting deliberationsskillOpsFinanceL3
board-meeting · Conduct multi-perspective strategic decisions while surfacing dissent and preventing consensus bias that leadership would suppress.
untested
Master adversarial board meeting narrativesskillFinanceL1
board-prep · Walk into a board meeting with numbers memorized and adversarial scenarios rehearsed, not just slides.
untested
Render code review contextskillEngineeringL1
code-review-context · Prevent LLM model context bloat and cache misses by capping injected code-review history.
untested
Design homelab network topologyskillOpsL1
homelab-network-setup · Design a home network that scales to future VLANs without reinitializing everything.
untested
Coordinate agents on message boardskillL2
board · Coordinate multi-agent tasks via an append-only message board without external dependencies.
untested
Deploy DNS filtering with Pi-holeskillOpsL2
homelab-pihole-dns · Block ads and trackers network-wide without per-device VPN or browser extension configuration.
untested
Run C-suite strategy deliberationskillFinanceL3
boardroom · Surface C-suite dissent and devil's advocate concerns in strategic decisions before founder commits.
untested
Segment homelab with VLANsskillOpsL2
homelab-vlan-segmentation · Use when you need homelab vlan segmentation capabilities.
untested
Enforce brand identity standardsskillMarketingL1
brand-guidelines · Enforce consistent brand voice and style across content and design without expensive brand consultants.
untested
Generate strategy brief from intakeskillFinanceL1
brief · Prepare strategic decisions for boardroom by structuring question, options, and kill criteria upfront.
untested
Integrate HubSpot CRM systemsskillEngineeringL3
hubspot-integration · Sync HubSpot CRM data to internal systems without manual exports or duplicate data entry.
untested
Automate browser-based workflowsskillOpsL2
browser-automation · Scrape dynamic websites or automate repetitive browser tasks (login, form fill, screenshot) without manual clicking.
untested
Manage Hugging Face Hub assetsskillEngineeringL2
hugging-face-cli · Download and run Hugging Face models locally without writing boilerplate Python code.
untested
Test cross-browser compatibilityskillEngineeringL2
browserstack · Test web app across 100+ real browser/device combos without owning physical devices.
untested
Evaluate Hugging Face models locallyskillDataL3
hugging-face-community-evals · Compare model performance against community standards without implementing custom eval logic.
untested
Query Hugging Face datasetsskillDataL2
hugging-face-dataset-viewer · Inspect and validate Hugging Face datasets before training without downloading entire dataset.
untested
Analyze capital allocation decisionsskillFinanceL1
business-investment-advisor · Evaluate investment decisions by running financial models and stress testing assumptions instead of relying on gut feel.
untested
Format posts for SubstackskillMarketingL1
substack-rich-content-skill · When publishing technical or data-driven content to Substack with rich media and accessibility requirements.
untested
Build Gradio ML demosskillEngineeringL2
hugging-face-gradio · When building quick ML demos, chatbot UIs, or prototypes that need browser-based interaction without custom web frontend development.
untested
Optimize internal business processesskillOpsL1
business-operations-skills · When diagnosing internal operational bottlenecks, vendor issues, capacity constraints, or process documentation needs at the CEO/COO level.
untested
Run cloud training on Hugging FaceskillEngineeringL3
hugging-face-jobs · When running data processing, batch inference, model training, or ML experiments without local GPU setup or infrastructure complexity.
untested
Assemble virtual executive teamskillFinanceL3
c-level-agents · When a founder needs executive advisor input on strategic decisions, hiring, financial health, or multi-role deliberation before committing.
untested
Initialize development environmentskillEngineeringL1
setup-env · When preparing Akash Node or similar projects that require environment setup before running make targets.
untested
Fine-tune language models on cloudskillEngineeringL3
hugging-face-model-trainer · When fine-tuning LLMs (SFT/DPO/GRPO) on managed cloud GPUs without local infrastructure, with automatic Hub persistence.
untested
Sit with clarity before decidingskillProductivityL1
silence-skill · When the operator is avoiding discomfort by collecting more information instead of deciding with what they already know.
untested
Publish research on Hugging FaceskillEngineeringL2
hugging-face-paper-publisher · When publishing research papers to Hugging Face for discovery, linking to trained models/datasets, or managing paper visibility on profile.
untested
Evaluate AI plans like a Chief AI OfficerskillProductEngineeringL1
caio-review · When evaluating any AI feature ship, multi-year vendor commitment, or AI team expansion for soundness before execution.
untested
Summarize academic papers from Hugging Face or arXivskillDataEngineeringL1
hugging-face-papers · When analyzing or summarizing AI research papers with automatic metadata extraction and linking to related Hub artifacts.
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Analyze campaign ROI with multi-touch attributionskillMarketingDataL2
campaign-analytics · When measuring campaign effectiveness across channels and deciding budget allocation for paid marketing or performance optimization.
untested
Track ML experiments with Hugging Face TrackioskillEngineeringDataL2
hugging-face-trackio · When running long training jobs and need real-time visibility into convergence, hardware utilization, and early stopping signals.
untested
Manage CAPA investigations for medical devicesskillOpsLegalL2
capa-officer · When planning engineering headcount for a multi-quarter roadmap and want to validate feasibility before committing.
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